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desklock/AGENTS.md
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jpmschweitzerandClaude Fable 5 0886c84d5e Document Speaches speech layer, on-device processing limits, latency constraints
- STT/TTS move to a shared Speaches container (OpenAI-format, GPU, port
  8601 proposed); gateway becomes a thin orchestrator with pluggable
  speech backends (speaches default, embedded fallback)
- Record the on-device ceiling: WakeNet wake word, VAD, ES7210 AEC,
  optional MultiNet fixed commands; open-vocabulary STT permanently out
- Record the real latency bottleneck (Tatlock ~2 min full local flow):
  gateway must stream chat tokens and synthesize sentence-by-sentence
- Plan reply_delta + barge-in protocol additions

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-14 17:14:44 +02:00

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AGENTS.md

Operational protocols and architecture for AI assistants working on DeskLock. Read docs/architecture.md before making design changes.

What this project is

DeskLock is the living-room visual/audio endpoint for Tatlock, the homelab butler (/mnt/media/Projects/tatlock, API at http://tatlock.schweitz.internal:8000). Two halves, one repo:

  • firmware/ — ESP-IDF (C, LVGL 9) app for the Waveshare ESP32-P4-WIFI6-Touch-LCD-3.4C (3.4" round 800×800 touch display, dual mics + ES7210 AEC, ES8311 codec + speaker).
  • gateway/ — Python FastAPI container on tower-of-joy orchestrating STT → chat (Tatlock /v1/chat/completions) → TTS. Listens on port 8600. STT/TTS models live in a shared Speaches container (proposed port 8601, OpenAI-format API), not in the gateway image; stt.py/tts.py are pluggable backends (speaches default, embedded fallback for dev). See docs/architecture.md — the scaffold currently implements only embedded.

The device and gateway speak a WebSocket protocol defined in docs/architecture.md. That doc is the contract — update it in the same change as any protocol edit on either side.

Hard rules

  • Keep the firmware thin. No STT, no TTS, no conversation logic on the device. If a feature needs intelligence, it goes in the gateway or in Tatlock itself.
  • Never modify Tatlock from this repo. It is a separate project with its own repo. DeskLock consumes its public API only.
  • Secrets (Wi-Fi credentials, any future API keys) never go in source. Firmware gets them via a gitignored firmware/secrets.h (see AGENTS notes below) or NVS; the gateway via environment variables (DESKLOCK_*).

Firmware (firmware/)

  • Toolchain: ESP-IDF ≥ 5.4 (not Arduino, not PlatformIO). Target esp32p4.
  • BSP: waveshare/esp32_p4_wifi6_touch_lcd_xc from the ESP Component Registry (pulled automatically via main/idf_component.yml).
  • Reference implementations: waveshareteam/ESP32-P4-WIFI6-Touch-LCD-XC examples/esp-idf/ — notably 08_lvgl_demo_v9 (display), 06_I2SCodec (audio), 04_wifistation (Wi-Fi via ESP-Hosted). When wiring a new peripheral, check the official example first; do not guess pin mappings.
  • ⚠️ Unverified scaffold: the BSP API calls in desklock_main.c and the sdkconfig.defaults values were written before the first successful build. Validate against the official examples on first bring-up, then delete this warning.
# One-time: install ESP-IDF (not yet installed on tower-of-joy)
git clone -b v5.5 --recursive https://github.com/espressif/esp-idf.git ~/esp-idf
~/esp-idf/install.sh esp32p4

# Every shell:
source ~/esp-idf/export.sh

# Build / flash / monitor (device is on USB-C; check `ls /dev/ttyACM*`)
cd firmware
idf.py set-target esp32p4        # once
idf.py build
idf.py -p /dev/ttyACM0 flash monitor   # Ctrl+] exits monitor

Flashing requires the dialout group (or run with sudo once and fix the group). If the device doesn't enumerate, hold BOOT while pressing RESET to enter download mode.

Gateway (gateway/)

cd gateway
make setup          # venv + dev deps (no ML models)
make setup-speech   # additionally install faster-whisper + piper
make run            # uvicorn on :8600 with reload
make test           # pytest
make lint           # ruff check + format check
make typecheck      # mypy
  • Config via DESKLOCK_* env vars — see src/desklock_gateway/config.py for the schema and defaults.
  • stt.py / tts.py defer their heavy imports so the app boots without the speech extra — keep it that way so protocol tests stay fast.
  • Deployment: Docker image built from gateway/Dockerfile, deployed like other tower-of-joy stacks (see /mnt/media/Projects/system-admin-toj/containers/). Register the service + port in CONTAINERS.md when it first deploys.

Homelab context

  • This server is tower-of-joy; the device, gateway, and Tatlock all share the LAN.
  • Use tatlock.schweitz.internal:8000 (direct, no SSO) — the public tatlock.schweitz.net route sits behind Authentik and is not for machine-to-machine traffic.
  • Git remote: git.schweitz.net (Gitea).